HoloDetect: Few-Shot Learning for Error Detection

Alireza Heidari, Joshua McGrath, Ihab F. Ilyas +1

We introduce a few-shot learning framework for error detection. We show that data augmentation (a form of weak supervision) is key to training high-quality, ML-based error detectio…